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FLAIRS
2006
15 years 8 months ago
Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic
In this paper, we present a new rule induction algorithm for machine learning in medical diagnosis. Medical datasets, as many other real-world datasets, exhibit an imbalanced clas...
Luis Mena, Jesus A. Gonzalez
LEGE
2003
135views Education» more  LEGE 2003»
15 years 8 months ago
Quality of Service Requirements for the e-Learning Grid
In the same way that the Web has evolved from being a technology designed to aid scientific collaboration to one which is employed extensively in e-business and increasingly in e-...
Colin Allison
JMLR
2010
125views more  JMLR 2010»
15 years 1 months ago
Variational methods for Reinforcement Learning
We consider reinforcement learning as solving a Markov decision process with unknown transition distribution. Based on interaction with the environment, an estimate of the transit...
Thomas Furmston, David Barber
ACSC
2000
IEEE
15 years 11 months ago
Developing Middleware for Web-Aware Systems: Lessons Learned
The World Wide Web has transformed itself in the last few years from a simple state-less multimedia platform to a global distributed processing environment. As Web computing gains...
Nikola B. Serbedzija
CW
2004
IEEE
15 years 11 months ago
An Interactive Agent-Based Learning Environment for Children
This paper presents an educational distributed virtual reality-based environment for children called EVE - Environnement Virtuel pour Enfants. EVE is used in elementary schools fr...
Dorin Mircea Popovici, Cédric Buche, Ronan ...